You’re researching Wolfia vs Conveyor because curating a Q&A library is eating your team’s time. Every time your security posture changes, someone has to decide which stored entries still hold. That’s the core difference worth understanding. One tool syncs your documents but still asks you to keep a curated library fresh, the other keeps the whole knowledge base current from your existing documentation.
TLDR
- Wolfia auto-fills questionnaires and keeps its whole knowledge base current from your docs; Conveyor syncs documents but leaves its curated Q&A pairs to you
- Conveyor charges per trust center visit and caps questionnaires; Wolfia includes everything unlimited
- Wolfia adds portal questions to your knowledge base; Conveyor treats each assessment as standalone work
- Wolfia cites sources for every answer to prevent hallucinations that break trust in AI tools
- Wolfia auto-syncs with Notion, Drive, Confluence, and Slack to keep answers current without manual updates
What is Conveyor?
Conveyor is a security questionnaire automation tool built around a Q&A matching system. You curate question-answer pairs, and Conveyor also syncs documents from Google Drive, Confluence, Notion, and, since July 2026, SharePoint into the same knowledge base. It then scans incoming questionnaires and suggests matches from that library.
The product includes a browser extension for filling questionnaires directly in web portals like OneTrust or ServiceNow. You review suggested answers from your knowledge base and click to insert them into forms.
Conveyor also provides a trust center where prospects can access security documentation without emailing your team. This feature runs on a credit-based model where trust center access counts against your plan’s usage limits.
The curated part of the workflow requires ongoing review. Conveyor’s Knowledge Librarian agent flags answers that look outdated, but as your security posture changes or new questions appear, you still decide which Q&A pairs to rewrite to keep answers accurate. If you are weighing the platform against other vendors, our breakdown of Conveyor reviews, pricing, and alternatives digs into the credit model and where teams tend to outgrow it.
What is Wolfia?
Wolfia automates security questionnaires by syncing with your existing documentation in Notion, Google Drive, Confluence, and Slack. No manual uploads or Q&A pair entry required.
When questionnaires arrive in Excel, PDF, Word, or web portals, Wolfia auto-fills responses with source citations showing exactly where each answer came from. Your team sees the originating document or Slack thread before anything goes to customers.
The Portal Agent works differently than browser extensions. Open OneTrust or ServiceNow, and the agent pulls all questions into our review interface. You see proposed answers with sources, make edits, then push everything back in one batch.
We include a free Trust Center for prospect self-service and a contract review module that redlines security addenda based on your standards. No questionnaire caps or usage limits.
Knowledge Base Maintenance
Conveyor splits the work. Its document sync pulls from Google Drive, Confluence, Notion, and, since July 2026, SharePoint, and its Knowledge Librarian agent flags answers that look outdated. The curated Q&A pairs are still yours, so you write question-answer combinations, then revisit that part of the library whenever security posture changes. When compliance requirements shift or policies update quarterly, someone decides which stored pairs to edit.
That leaves room for accuracy problems over time. Teams report knowledge bases becoming so outdated that incorrect information makes them hesitant to trust the tool. A stored answer nobody revisits drifts from reality even with document sync running, and prospects viewing your trust center see the stale version.
Wolfia syncs weekly with Notion, Google Drive, Confluence, SharePoint, Slack, and your website. When source documents update, the knowledge base reflects those changes automatically. There is no curated Q&A layer to keep in step.
Override rules let you instantly correct information across the entire knowledge base without hunting through individual entries. The knowledge graph weighs recently updated policies higher than older whitepapers, pulling from fresher sources first.
AI Accuracy and Hallucination Prevention
Conveyor’s AI matching draws speed complaints. G2 reviews report the tool “slow or completely freezes up” with urgent security questionnaires, forcing teams to “come back to it later in the day.”
The problem is simple. Accuracy depends on how closely new questions match your existing Q&A pairs. Change the phrasing slightly and the system suggests wrong answers or misses relevant ones entirely. Teams review every AI-generated response manually because they can’t trust the output.
Wolfia runs 10+ hallucination prevention guardrails before showing you an answer. Every response includes source citations linking to the exact document and sentence. The AI won’t convert “some customers” to “all customers” or fabricate statistics.
The downstream cost of getting this wrong is real, and what inaccurate security questionnaire answers cost you covers the contract and insurance exposure that follows a wrong response. 76% of enterprises now include human verification to catch hallucinations. Wolfia builds this into the workflow with confidence scores that flag answers needing review. Wolfia Expert provides industry-standard benchmark answers when your documentation doesn’t cover a topic yet.
Pricing and Feature Access
Conveyor uses a credit-based pricing model where features and access are gated by tier. The Free plan includes 10 trust center credits per month, max 15 documents, max 15 Q&As, no AI answers, no browser extension, no CRM integrations, and no access groups.
The Business tier starts at $9,600+ annually with 100 trust center credits and 20 questionnaire credits. One credit equals one organization accessing your trust center. When credits run out, prospects can’t view your materials until you buy more.
Wolfia includes everything with no credits to track. CRM integrations, analytics, unlimited customer visits, API access, and questionnaire automation come standard. No per-seat fees. Adding reviewers from legal, security, or sales doesn’t change your cost.
Conveyor works for low-volume teams with predictable access patterns. Wolfia fits better when you’re scaling security reviews or pursuing enterprise deals where trust center traffic fluctuates.
Portal Questionnaire Workflow
Conveyor’s browser extension fills portal questionnaires one question at a time inside OneTrust, ServiceNow, or similar interfaces. You review a suggested answer, insert it, then move to the next question. There’s no centralized view to review all responses before submission.
The bigger problem is that portal questions never improve your knowledge base. Conveyor has no mechanism to capture what you learn from these questionnaires. Each portal assessment remains standalone work instead of making future responses easier.
Our Portal Agent pulls questions from OneTrust, ServiceNow, Zip, and 45+ other portals into the Wolfia review interface. You see all proposed answers with sources, edit what needs changing, approve responses, and push everything back in one batch. Every approved answer gets added to your knowledge base automatically. For the bigger picture on how this workflow fits together, our complete guide to security questionnaire automation walks through portal handling and trust center deflection end to end.
Portal questionnaires stop being repetitive work and start building institutional knowledge instead.
Integration Capabilities
Conveyor syncs documents from Google Drive, Confluence, Notion, and SharePoint, and takes Q&A pairs by CSV upload from spreadsheets on whatever schedule your team can manage. The browser extension connects to portals like OneTrust, and the curated pairs it draws on only change when someone rewrites them.
Credit allocation decisions sit with your team. Every prospect who accesses the trust center consumes a credit, so high-traffic quarters force choices about who gets access.
Wolfia syncs directly with Notion, Google Drive, Confluence, SharePoint, Slack, and your website. Weekly syncs mean changes propagate automatically. Last-modified timestamps show which answers reflect current policies versus outdated materials.
Salesforce integration ships standard on every plan. The Slack Agent answers security questions in channels where sales teams already work. API access lets you build custom workflows without switching tools.
Why Wolfia is the Better Choice
Conveyor works for teams with low questionnaire volumes who can dedicate time to reviewing its curated Q&A library. If your documentation lives in one of the sources it syncs and you’re comfortable managing credit allocations for trust center access, the approach is workable.
Wolfia fits better for most organizations because it solves the staleness problem that breaks Conveyor deployments. Once your team encounters outdated information in the knowledge base, trust collapses. You stop relying on the tool and revert to manual work.
We built self-maintaining integrations that sync with your documentation automatically. Hallucination prevention guardrails keep answers grounded in reality. Source citations let reviewers verify facts instantly. Portal workflows add questions back to your knowledge base instead of treating each assessment as disposable work.
To see where both tools land against the wider field, our roundup of the best security questionnaire automation tools for B2B SaaS compares them side by side with other options. If you’re handling 200+ questionnaires yearly, pursuing enterprise deals, or lack bandwidth for monthly knowledge base cleanup, Wolfia delivers measurable ROI faster. No credit tracking. No curated library to keep in step. No accuracy anxiety before hitting send.
Final Thoughts on Selecting Your Security Questionnaire Solution
Most teams picking between Wolfia and Conveyor underestimate how much time curating a Q&A library consumes. Your security policies change quarterly at minimum. Conveyor syncs your documents but still needs someone to decide which stored pairs to rewrite, while we pull from your living documentation in Notion, Drive, and Confluence automatically. Source citations show reviewers exactly where each answer originated. Schedule a walkthrough to see how we handle portal questionnaires and trust center traffic without usage limits.
FAQ
How do I decide between Wolfia and Conveyor for my team?
Consider your security questionnaire volume and maintenance bandwidth. Conveyor works if you handle fewer than 50 questionnaires yearly and have time to review its curated Q&A library each month. Wolfia fits better if you’re processing 200+ questionnaires, pursuing enterprise deals, or need your knowledge base to stay current without manual editing.
What’s the main difference in how the two tools handle portal questionnaires?
Conveyor’s browser extension fills portals one question at a time without capturing that work for future use. Wolfia’s Portal Agent pulls all questions into a review interface, lets you approve answers in batch, then automatically adds those responses to your knowledge base so portal work compounds over time instead of staying repetitive.
Who is each product best for?
Conveyor fits teams that keep their documentation in one of the sources it syncs, have low questionnaire volumes, and have capacity to manage credit-based trust center limits. Wolfia is built for B2B SaaS companies with 200+ questionnaires yearly, 1-2 person bottlenecks, and security postures that change quarterly when you can’t afford outdated answers reaching prospects.
Can I trust the AI accuracy without reviewing every single answer?
Wolfia runs 10+ hallucination prevention checks and cites the exact source document for every answer, so you can verify facts instantly rather than reviewing blind. Conveyor users report consistent accuracy problems because the matching system breaks when question phrasing changes, forcing manual review of everything anyway.
What happens when my compliance requirements change or policies update?
Conveyor syncs documents from Google Drive, Confluence, Notion, and SharePoint and its Knowledge Librarian agent flags answers that look outdated, but someone still decides which curated Q&A pairs to rewrite. Wolfia syncs weekly with Notion, Google Drive, Confluence, SharePoint, and Slack, so knowledge base updates happen automatically when your source documents change without hunting through individual entries.
